Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "5"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 5 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 105 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 101 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 5, Node 1:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	0.00%	0.00%	0.00%	0.00%	1.08%	0.00%	0.702518	-0.874275	-0.273839	2.416191	0.211773	3.374714	0.171603	1.899926	0.7321	0.7037	0.2507	3.260034	3.312203
2459593	digital_ok	0.00%	0.00%	0.00%	0.00%	2.15%	1.08%	1.302004	-0.106934	-0.272520	2.874579	-0.099462	-0.028986	0.247031	-0.104795	0.6588	0.6322	0.2099	2.742825	2.502718
2459592	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.335214	-0.380146	-0.058008	-0.244100	-1.707306	1.323672	-1.944714	-0.131714	0.0316	0.0317	0.0016	nan	nan
2459591	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	0.00%	0.776024	0.415582	0.256809	3.860131	-0.483622	-0.109738	-0.395097	-1.034674	0.5356	0.5386	0.3021	1.712925	1.632546
2459590	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	0.00%	1.076547	0.790513	-0.202364	3.492222	-0.763023	-0.150577	-0.543464	-1.102408	0.5403	0.5400	0.2986	1.995167	1.842496
2459589	digital_ok	0.00%	0.00%	0.00%	0.00%	2.69%	1.08%	-1.063458	-0.821108	-0.327966	3.168863	0.748129	0.156878	1.370488	1.158738	0.6220	0.5988	0.2355	2.025671	1.926711
2459588	digital_ok	0.00%	0.00%	0.00%	0.00%	2.69%	1.08%	0.803935	1.212817	-0.317694	3.031334	3.013476	0.765902	2.123066	1.156514	0.7260	0.6850	0.2041	4.474551	3.483642
2459587	digital_ok	100.00%	-	-	-	100.00%	0.00%	1.591395	0.968405	0.558291	5.341802	-0.740764	0.018192	-0.842104	-1.309416	nan	nan	nan	27.993941	23.813346
2459586	digital_ok	0.00%	0.00%	1.08%	0.00%	3.24%	10.27%	0.376578	0.491348	-0.534414	1.085527	-0.734091	-0.150916	-0.542711	-1.472509	0.5419	0.5388	0.2906	2.082383	1.867637
2459585	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.534897	1.313783	0.519573	1.130166	0.003333	2.343917	-0.920566	-0.866875	0.0323	0.0335	0.0009	0.000000	0.000000
2459584	digital_ok	0.00%	33.01%	33.61%	0.00%	35.93%	0.00%	2.845050	1.656047	2.101058	1.151257	-0.764439	-0.376496	-0.554760	-1.053621	0.4798	0.4832	0.2977	1.316107	1.294939
2459583	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459582	digital_ok	0.00%	1.62%	4.86%	0.00%	8.65%	0.00%	-0.405961	-0.461778	-0.274942	-0.565268	-1.195855	1.078964	-0.683580	-0.700562	0.5233	0.5244	0.3196	1.722376	1.644664
2459581	digital_ok	0.00%	0.00%	1.62%	0.00%	4.86%	0.54%	-0.233833	-0.626047	0.004870	-0.971483	-0.757546	0.446057	-0.457774	-0.920166	0.5342	0.5346	0.3202	1.896127	1.773996
2459580	digital_ok	0.00%	0.00%	0.00%	0.00%	3.76%	0.00%	-0.252389	-0.473797	-0.586789	-0.879114	-1.067152	0.631717	-0.723644	-0.970665	0.5434	0.5462	0.3173	2.022015	1.753782
2459579	digital_ok	0.00%	0.00%	0.00%	0.00%	3.76%	0.00%	-0.099324	-0.284280	-0.220603	-0.675485	-1.125959	0.265484	-0.483986	-0.740699	0.5392	0.5433	0.3213	2.076372	1.841945
2459578	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.478244	0.170954	-0.737927	-0.445652	-1.086888	-0.259742	-0.018612	-1.450616	0.0305	0.0347	0.0022	nan	nan
2459577	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	2.70%	0.511072	-0.418390	-0.329672	-0.913740	-0.637714	0.215250	-0.353260	-0.910106	0.5438	0.5486	0.3163	2.041213	1.748521
2459576	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.027027	-0.715892	-0.249496	-0.755300	-0.552544	0.220525	-0.050161	-0.615939	0.0658	0.0605	0.0080	1.138168	1.136809
2459575	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459574	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.067181	-0.492001	-0.359746	-0.765759	-0.129000	-0.749231	0.528843	-0.672557	0.0614	0.0626	0.0062	1.192997	1.197930
2459573	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.828219	-0.121265	-0.404315	-0.879650	-0.679089	0.669893	-0.408913	-0.524266	0.0587	0.0568	0.0060	0.000000	0.000000
2459572	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459571	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.234621	0.229635	-0.830416	-0.469474	-1.118561	0.969149	-0.088752	-1.505523	0.0325	0.0376	0.0023	nan	nan
2459570	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459569	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.740884	-0.498799	-0.287676	-0.890894	-0.418810	-0.619586	-0.355759	-0.753012	0.0617	0.0654	0.0037	1.196722	1.196039
2459566	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.729900	-0.049538	-0.207661	-0.738423	-0.931335	0.273210	-0.562583	-0.883234	0.0611	0.0603	0.0058	33.138728	19.052026
2459565	digital_ok	0.00%	-	-	-	93.33%	0.00%	-1.019629	-1.019629	-0.885933	-0.885933	-0.752740	-0.752740	-0.803206	-0.803206	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	0.00%	0.00%	0.00%	0.00%	5.20%	0.00%	-0.069846	-0.775665	-0.129623	-0.734864	-0.126657	0.376963	-0.207329	-0.403158	0.7034	0.7004	0.4054	2.010464	1.637700
2459563	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459562	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459561	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459560	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459559	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	0.54%	0.094995	-0.432283	-0.089567	-0.450078	-0.068957	0.900930	-0.003270	-0.389534	0.6999	0.6997	0.3926	2.038016	1.624041
2459558	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	8.072249	18.508149	-0.218048	0.885330	-0.404703	2.341550	-0.423000	-0.666253	0.6943	0.6713	0.3992	6.066276	4.134841
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0378	0.0380	0.0033	nan	nan
2459556	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	17.250851	27.775944	0.726549	1.813428	-0.042497	1.529269	-0.114876	-0.304185	0.6854	0.6574	0.3883	6.238302	4.231209
2459553	digital_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6838	0.6547	0.3967	nan	nan
2459552	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.444177	7.443970	0.429737	-0.336540	5.279351	15.038369	-0.155457	-0.219587	0.7089	0.6911	0.4037	7.853350	0.000000
2459551	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	0.54%	0.992098	-0.173512	0.360394	-0.509172	0.481279	0.975989	0.274945	-0.321363	0.7025	0.6974	0.3988	2.219867	1.731846
2459550	digital_ok	-	99.18%	99.18%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0350	0.0424	0.0020	nan	nan
2459549	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	3.24%	1.833424	0.639345	0.224296	-0.888803	-0.221759	0.172434	0.229751	-0.407479	0.7028	0.6977	0.4102	2.187689	1.699495
2459542	digital_ok	0.00%	0.00%	0.00%	0.00%	22.32%	0.00%	1.772991	0.799377	1.860697	-0.677961	-0.645138	-0.133979	-0.389073	-0.936269	0.7586	0.7440	0.3668	2.129094	1.631631
2459541	digital_ok	0.00%	1.34%	1.34%	0.00%	21.88%	0.00%	1.212712	0.064633	-0.198382	-0.645425	-0.215795	0.850038	1.139178	0.022678	0.7535	0.7347	0.3382	1.646522	1.489817
2459540	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459536	digital_ok	0.00%	0.00%	0.00%	0.00%	5.93%	0.00%	1.206693	-0.374106	0.710235	0.071354	-0.101404	-0.797756	0.232779	-1.314444	0.7294	0.7269	0.4273	2.108244	1.756675
2459535	digital_ok	0.00%	0.00%	0.00%	0.00%	21.43%	3.12%	1.071056	0.376014	0.331184	-0.143454	-0.338161	0.390023	-0.219101	-0.176206	0.7815	0.7520	0.3799	2.302016	1.728849
2459534	digital_ok	0.00%	0.00%	0.00%	0.00%	20.98%	4.46%	0.515293	0.012884	0.351201	-0.035211	-0.114563	0.549851	1.890019	1.306621	0.7770	0.7518	0.3695	2.160343	1.805984
2459533	digital_ok	0.00%	0.00%	0.00%	0.00%	4.89%	0.54%	0.786126	0.406788	-0.096754	-0.831050	-0.323211	1.345579	0.014076	0.129180	0.7204	0.7099	0.4149	1.945234	1.678187
2459532	digital_ok	0.00%	0.00%	0.00%	0.00%	5.00%	1.67%	-0.144339	-0.164182	0.159195	-0.840504	0.254113	0.682877	0.673257	0.813990	0.7203	0.7063	0.4172	1.979393	1.660886
2459530	digital_ok	0.00%	0.00%	0.00%	0.00%	4.73%	0.00%	0.046456	-0.542859	0.197882	-0.258607	0.255066	0.827917	1.821640	1.551523	0.7387	0.7237	0.4124	2.105376	1.724502
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.492245	-0.374354	0.286767	-0.746642	0.031706	0.122989	0.939727	1.037598	0.8924	0.9176	0.3644	0.000000	0.000000
2459523	digital_ok	0.00%	-	-	-	22.45%	0.00%	-0.115412	-0.386914	0.402873	-1.149065	0.664917	1.290933	2.778984	0.947503	nan	nan	nan	2.657514	2.208459
2459522	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.00%	0.849602	-0.274362	-0.511679	-0.669394	0.396884	1.568323	3.543107	2.918188	0.6948	0.6194	0.4023	1.871543	1.887564
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.269718	0.138149	-0.589047	-0.814746	-1.088402	-0.361393	0.267575	-1.201187	0.0376	0.0417	0.0010	nan	nan
2459508	digital_ok	0.00%	0.00%	0.00%	0.00%	81.58%	0.00%	-1.016691	-0.951214	-0.008783	-0.310454	-0.287848	0.732012	1.467137	1.745652	0.8943	0.9183	0.2170	0.000000	0.000000
2459505	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.164042	-1.410973	-0.187358	-0.956463	3.436796	3.003043	10.679249	8.381012	0.8917	0.8500	0.2089	20.721684	17.697010
2459503	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.578715	-1.602093	-0.052594	-0.852964	0.727743	-0.506957	5.515626	3.308644	0.8365	0.8252	0.5095	0.000000	0.000000
2459501	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.706821	-1.303739	-0.641354	-0.969639	-0.531734	1.650605	0.581544	-0.138552	0.1021	0.0793	0.0092	0.000000	0.000000
2459500	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.926463	-1.511438	-0.664626	-0.546886	0.087671	-0.749943	-0.135721	-0.440352	0.1077	0.0892	0.0103	0.000000	0.000000
2459499	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.490417	-1.485053	-0.284774	-0.366431	0.170586	-0.903268	1.587637	1.724921	0.0992	0.0949	0.0088	0.000000	0.000000
2459498	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.656844	-1.421999	-0.517145	-0.981392	-0.022970	-1.159143	-0.195742	-0.426601	0.1054	0.0770	0.0093	0.000000	0.000000
2459497	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.197923	-1.567793	-1.080037	-0.998507	-0.783295	-1.304501	1.336131	1.601498	0.1135	0.1140	0.0178	0.000000	0.000000
2459496	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.695618	-1.895639	-0.373107	-0.853569	-0.533523	-1.121453	0.791644	0.865313	0.1278	0.0993	0.0127	0.000000	0.000000
2459495	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.683960	-1.653396	-0.367687	-0.878291	-0.395290	-1.031737	0.982256	0.848615	0.1224	0.0969	0.0136	0.000000	0.000000
2459494	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.747760	-1.206363	-0.432079	-0.358672	-0.342994	-0.492265	0.874316	0.363492	0.1180	0.0943	0.0120	0.000000	0.000000
2459492	digital_ok	0.00%	0.00%	0.00%	0.00%	50.00%	0.00%	-0.505978	-1.482051	-1.480244	0.019384	-0.458826	1.254944	0.463554	0.264521	0.7475	0.7929	0.3442	0.367511	0.347755
2459491	digital_ok	0.00%	0.00%	0.00%	0.00%	50.00%	0.00%	-0.812188	-0.094242	-1.358048	0.348722	-0.499482	0.182244	2.703526	1.943586	0.7958	0.8106	0.2676	0.852148	0.821267
2459490	digital_ok	0.00%	0.00%	0.00%	0.00%	47.37%	0.00%	0.027333	-0.599069	-1.599916	0.613922	-0.898437	-0.230536	-0.207883	-0.964952	0.7395	0.7891	0.3854	2.172145	1.957729
2459489	digital_ok	0.00%	0.00%	0.00%	0.00%	47.37%	0.00%	-0.111829	-1.193448	-1.566931	0.004962	-0.046597	-0.219238	0.755461	-0.469716	0.7638	0.8011	0.3140	2.110864	1.807680
2459488	digital_ok	0.00%	0.00%	0.00%	0.00%	85.71%	0.00%	-0.320936	-1.737996	-1.231277	-0.018004	-0.790921	0.562389	-0.181448	-1.126456	0.7635	0.8028	0.3598	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 5: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.087727	-0.168354	0.310289	-0.551898	3.087727	-1.357703	0.420928	-0.395741	-0.917725

---

Antenna 5: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.285986	0.112487	-0.356459	2.285986	-0.913700	-0.220721	-0.745571	-1.258782	-0.347953

---

Antenna 5: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Variability	0.603379	0.476682	0.476682	0.478782	0.478782	0.603379	0.603379	0.599300	0.599300

---

Antenna 5: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	1.987958	-0.153927	-0.624894	1.987958	-1.070543	0.999171	-0.592797	-1.061837	0.382749

---

Antenna 5: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	1.968533	-0.452925	0.308327	-0.590837	1.968533	-0.940628	0.037906	-0.741595	-1.124729

---

Antenna 5: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	1.935914	-0.188722	-0.594989	1.935914	-0.910293	-0.008715	-1.177632	-1.311175	-0.171100

---

Antenna 5: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 5: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	4.726383	-0.047330	-0.404303	4.726383	-0.885848	-0.537866	-0.935567	-1.113362	-0.917589

---

Antenna 5: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	1.990375	-0.605344	-0.073006	1.900557	-1.001574	-0.925208	0.598170	-1.866780	1.990375

---

Antenna 5: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	1.492330	1.492330	0.117456	0.229785	-0.620084	-0.188616	-1.483735	-1.036064	-0.688198

---

Antenna 5: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.370024	0.192590	0.055895	2.370024	-0.895339	0.777173	-0.239960	-0.778349	-0.174959

---

Antenna 5: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.769235	0.235487	0.041548	2.769235	-0.516137	-0.152354	-0.819277	-1.245006	-0.407866

---

Antenna 5: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	7.061824	2.394883	7.061824	-0.436281	1.753447	-0.014772	1.817965	3.792913	3.184046

---

Antenna 5: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	19.557948	9.688865	19.557948	0.081778	1.440159	0.107430	1.940622	0.314742	-0.601815

---

Antenna 5: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	21.197659	12.150873	21.197659	0.242253	1.519974	0.097395	2.529072	0.019761	-0.640956

---

Antenna 5: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 5: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.725893	0.212607	-0.516812	-0.871604	2.725893	-0.188789	0.436120	0.066778	-0.658558

---

Antenna 5: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.047722	-0.526952	-0.351213	-0.528748	2.047722	0.021054	0.544458	-0.665807	-1.066461

---

Antenna 5: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.413100	0.044526	-0.006429	-0.119105	2.413100	-0.895399	0.505448	-0.028446	0.432196

---

Antenna 5: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.788019	-0.125700	-0.363768	2.788019	0.439799	-0.058542	-0.755606	-0.781347	-0.918024

---

Antenna 5: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.912916	-0.083802	-0.199503	3.912916	0.026775	-0.257871	-1.231147	-1.081936	-0.605616

---

Antenna 5: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.685510	-0.480798	-0.259659	2.685510	0.002483	2.657207	-0.264544	-0.670279	-0.339067

---

Antenna 5: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	0.756320	0.756320	-0.003315	0.021021	-0.766397	-0.773878	-0.369229	-1.462034	-0.132677

---

Antenna 5: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.153784	-0.660596	-0.629691	-0.364723	3.153784	-0.995161	0.443086	-0.599444	-0.629840

---

Antenna 5: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Power	inf	596.523894	2544.427282	inf	inf	11451.379842	175439.737740	10580.965833	151774.066989

---

Antenna 5: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.725042	-0.212861	-0.283154	3.725042	-0.040924	-0.158629	-0.969284	-0.961552	-0.689347

---

Antenna 5: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.758304	0.049063	0.050739	-0.794943	2.758304	-0.575368	-0.206875	-0.704374	-1.179405

---

Antenna 5: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.589315	0.152662	0.480851	2.589315	-0.481329	-0.459716	-0.411691	-1.057259	-0.055179

---

Antenna 5: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.564270	1.612442	0.151293	2.564270	-0.706582	1.874978	0.407632	-0.803638	-0.342682

---

Antenna 5: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	3.390354	3.390354	-0.364720	2.313646	-0.467311	1.694966	1.091303	2.894601	2.032053

---

Antenna 5: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	3.374714	0.702518	-0.874275	-0.273839	2.416191	0.211773	3.374714	0.171603	1.899926

---

Antenna 5: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	2.874579	1.302004	-0.106934	-0.272520	2.874579	-0.099462	-0.028986	0.247031	-0.104795

---

Antenna 5: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	1.323672	-0.380146	0.335214	-0.244100	-0.058008	1.323672	-1.707306	-0.131714	-1.944714

---

Antenna 5: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.860131	0.415582	0.776024	3.860131	0.256809	-0.109738	-0.483622	-1.034674	-0.395097

---

Antenna 5: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.492222	1.076547	0.790513	-0.202364	3.492222	-0.763023	-0.150577	-0.543464	-1.102408

---

Antenna 5: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.168863	-0.821108	-1.063458	3.168863	-0.327966	0.156878	0.748129	1.158738	1.370488

---

Antenna 5: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	3.031334	0.803935	1.212817	-0.317694	3.031334	3.013476	0.765902	2.123066	1.156514

---

Antenna 5: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	5.341802	0.968405	1.591395	5.341802	0.558291	0.018192	-0.740764	-1.309416	-0.842104

---

Antenna 5: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	1.085527	0.376578	0.491348	-0.534414	1.085527	-0.734091	-0.150916	-0.542711	-1.472509

---

Antenna 5: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	2.343917	-0.534897	1.313783	0.519573	1.130166	0.003333	2.343917	-0.920566	-0.866875

---

Antenna 5: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	2.845050	2.845050	1.656047	2.101058	1.151257	-0.764439	-0.376496	-0.554760	-1.053621

---

Antenna 5: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	1.078964	-0.461778	-0.405961	-0.565268	-0.274942	1.078964	-1.195855	-0.700562	-0.683580

---

Antenna 5: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.446057	-0.233833	-0.626047	0.004870	-0.971483	-0.757546	0.446057	-0.457774	-0.920166

---

Antenna 5: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.631717	-0.473797	-0.252389	-0.879114	-0.586789	0.631717	-1.067152	-0.970665	-0.723644

---

Antenna 5: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.265484	-0.099324	-0.284280	-0.220603	-0.675485	-1.125959	0.265484	-0.483986	-0.740699

---

Antenna 5: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	0.170954	-0.478244	0.170954	-0.737927	-0.445652	-1.086888	-0.259742	-0.018612	-1.450616

---

Antenna 5: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	0.511072	-0.418390	0.511072	-0.913740	-0.329672	0.215250	-0.637714	-0.910106	-0.353260

---

Antenna 5: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.220525	-0.715892	-0.027027	-0.755300	-0.249496	0.220525	-0.552544	-0.615939	-0.050161

---

Antenna 5: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	0.528843	0.067181	-0.492001	-0.359746	-0.765759	-0.129000	-0.749231	0.528843	-0.672557

---

Antenna 5: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	0.828219	-0.121265	0.828219	-0.879650	-0.404315	0.669893	-0.679089	-0.524266	-0.408913

---

Antenna 5: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.969149	0.229635	-0.234621	-0.469474	-0.830416	0.969149	-1.118561	-1.505523	-0.088752

---

Antenna 5: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	0.740884	-0.498799	0.740884	-0.890894	-0.287676	-0.619586	-0.418810	-0.753012	-0.355759

---

Antenna 5: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	0.729900	-0.049538	0.729900	-0.738423	-0.207661	0.273210	-0.931335	-0.883234	-0.562583

---

Antenna 5: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	-0.752740	-1.019629	-1.019629	-0.885933	-0.885933	-0.752740	-0.752740	-0.803206	-0.803206

---

Antenna 5: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.376963	-0.069846	-0.775665	-0.129623	-0.734864	-0.126657	0.376963	-0.207329	-0.403158

---

Antenna 5: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.900930	0.094995	-0.432283	-0.089567	-0.450078	-0.068957	0.900930	-0.003270	-0.389534

---

Antenna 5: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	18.508149	18.508149	8.072249	0.885330	-0.218048	2.341550	-0.404703	-0.666253	-0.423000

---

Antenna 5: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	27.775944	27.775944	17.250851	1.813428	0.726549	1.529269	-0.042497	-0.304185	-0.114876

---

Antenna 5: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	15.038369	7.443970	2.444177	-0.336540	0.429737	15.038369	5.279351	-0.219587	-0.155457

---

Antenna 5: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	0.992098	-0.173512	0.992098	-0.509172	0.360394	0.975989	0.481279	-0.321363	0.274945

---

Antenna 5: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	1.833424	1.833424	0.639345	0.224296	-0.888803	-0.221759	0.172434	0.229751	-0.407479

---

Antenna 5: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Power	1.860697	0.799377	1.772991	-0.677961	1.860697	-0.133979	-0.645138	-0.936269	-0.389073

---

Antenna 5: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	1.212712	0.064633	1.212712	-0.645425	-0.198382	0.850038	-0.215795	0.022678	1.139178

---

Antenna 5: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 5: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	1.206693	-0.374106	1.206693	0.071354	0.710235	-0.797756	-0.101404	-1.314444	0.232779

---

Antenna 5: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Shape	1.071056	1.071056	0.376014	0.331184	-0.143454	-0.338161	0.390023	-0.219101	-0.176206

---

Antenna 5: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	1.890019	0.012884	0.515293	-0.035211	0.351201	0.549851	-0.114563	1.306621	1.890019

---

Antenna 5: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	1.345579	0.786126	0.406788	-0.096754	-0.831050	-0.323211	1.345579	0.014076	0.129180

---

Antenna 5: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Discontinuties	0.813990	-0.144339	-0.164182	0.159195	-0.840504	0.254113	0.682877	0.673257	0.813990

---

Antenna 5: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	1.821640	-0.542859	0.046456	-0.258607	0.197882	0.827917	0.255066	1.551523	1.821640

---

Antenna 5: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 5: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Discontinuties	1.037598	-0.492245	-0.374354	0.286767	-0.746642	0.031706	0.122989	0.939727	1.037598

---

Antenna 5: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	2.778984	-0.115412	-0.386914	0.402873	-1.149065	0.664917	1.290933	2.778984	0.947503

---

Antenna 5: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	3.543107	-0.274362	0.849602	-0.669394	-0.511679	1.568323	0.396884	2.918188	3.543107

---

Antenna 5: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	0.267575	0.138149	-0.269718	-0.814746	-0.589047	-0.361393	-1.088402	-1.201187	0.267575

---

Antenna 5: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Discontinuties	1.745652	-0.951214	-1.016691	-0.310454	-0.008783	0.732012	-0.287848	1.745652	1.467137

---

Antenna 5: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Power	0.539137	-0.809367	-1.282930	0.539137	-0.363774	0.081024	-0.610498	0.190525	0.087519

---

Antenna 5: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	10.679249	-1.410973	0.164042	-0.956463	-0.187358	3.003043	3.436796	8.381012	10.679249

---

Antenna 5: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	5.515626	-0.578715	-1.602093	-0.052594	-0.852964	0.727743	-0.506957	5.515626	3.308644

---

Antenna 5: 2459501

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	1.650605	-0.706821	-1.303739	-0.641354	-0.969639	-0.531734	1.650605	0.581544	-0.138552

---

Antenna 5: 2459500

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Variability	0.087671	-0.926463	-1.511438	-0.664626	-0.546886	0.087671	-0.749943	-0.135721	-0.440352

---

Antenna 5: 2459499

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Discontinuties	1.724921	-1.485053	-0.490417	-0.366431	-0.284774	-0.903268	0.170586	1.724921	1.587637

---

Antenna 5: 2459498

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Variability	-0.022970	-0.656844	-1.421999	-0.517145	-0.981392	-0.022970	-1.159143	-0.195742	-0.426601

---

Antenna 5: 2459497

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Discontinuties	1.601498	-1.567793	-1.197923	-0.998507	-1.080037	-1.304501	-0.783295	1.601498	1.336131

---

Antenna 5: 2459496

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Discontinuties	0.865313	-0.695618	-1.895639	-0.373107	-0.853569	-0.533523	-1.121453	0.791644	0.865313

---

Antenna 5: 2459495

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	0.982256	-0.683960	-1.653396	-0.367687	-0.878291	-0.395290	-1.031737	0.982256	0.848615

---

Antenna 5: 2459494

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	0.874316	-1.206363	-0.747760	-0.358672	-0.432079	-0.492265	-0.342994	0.363492	0.874316

---

Antenna 5: 2459492

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	1.254944	-1.482051	-0.505978	0.019384	-1.480244	1.254944	-0.458826	0.264521	0.463554

---

Antenna 5: 2459491

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	2.703526	-0.812188	-0.094242	-1.358048	0.348722	-0.499482	0.182244	2.703526	1.943586

---

Antenna 5: 2459490

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Power	0.613922	-0.599069	0.027333	0.613922	-1.599916	-0.230536	-0.898437	-0.964952	-0.207883

---

Antenna 5: 2459489

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	ee Temporal Discontinuties	0.755461	-0.111829	-1.193448	-1.566931	0.004962	-0.046597	-0.219238	0.755461	-0.469716

---

Antenna 5: 2459488

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
5	1	digital_ok	nn Temporal Variability	0.562389	-0.320936	-1.737996	-1.231277	-0.018004	-0.790921	0.562389	-0.181448	-1.126456

---